diff --git a/README.md b/README.md
index 350d2d9e..ae30f040 100644
--- a/README.md
+++ b/README.md
@@ -71,7 +71,7 @@ python scripts/test_ppl.py --model-path MODEL_PATH [--ndev NDEV] [--max-batch MA
   - 单次推理测试
     - llama示例
     ```bash
-    python examples/llama.py [--cpu | --nvidia | --metax | --moore | --iluvatar] --model_path=<path/to/model_dir>
+    python examples/llama.py [--cpu | --nvidia | --qy | --metax | --moore | --iluvatar] --model_path=<path/to/model_dir>
     ```
     - 例如：
     ```bash
@@ -91,7 +91,7 @@ python scripts/test_ppl.py --model-path MODEL_PATH [--ndev NDEV] [--max-batch MA
   - 运行推理基准测试（C-Eval/MMLU）
 
     ```bash
-    python test/bench/test_benchmark.py [--cpu | --nvidia | --cambricon | --ascend | --metax | --moore | --iluvatar | --kunlun | --hygon] <path/to/model_dir> --bench {ceval|mmlu} [--backend cpp] [--ndev N] [--subject SUBJECT] [--num_samples N] [--max_new_tokens N] [--output_csv PATH] [--cache_dir PATH]
+    python test/bench/test_benchmark.py [--cpu | --nvidia | --qy | --cambricon | --ascend | --metax | --moore | --iluvatar | --kunlun | --hygon] <path/to/model_dir> --bench {ceval|mmlu} [--backend cpp] [--ndev N] [--subject SUBJECT] [--num_samples N] [--max_new_tokens N] [--output_csv PATH] [--cache_dir PATH]
     ```
 
     - 参数说明：
diff --git a/examples/jiuge.py b/examples/jiuge.py
index 8b7d6bcd..d36923fc 100644
--- a/examples/jiuge.py
+++ b/examples/jiuge.py
@@ -26,6 +26,11 @@ def get_args():
         action="store_true",
         help="Run nvidia test",
     )
+    parser.add_argument(
+        "--qy",
+        action="store_true",
+        help="Run qy test",
+    )
     parser.add_argument(
         "--metax",
         action="store_true",
@@ -191,6 +196,8 @@ def test(
         device_str = "cpu"
     elif args.nvidia:
         device_str = "cuda"
+    elif args.qy:
+        device_str = "cuda"
     elif args.metax:
         device_str = "cuda"
     elif args.moore:
@@ -201,7 +208,7 @@ def test(
         device_str = "mlu"
     else:
         print(
-            "Usage:  python examples/jiuge.py [--cpu | --nvidia | --metax | --moore | --iluvatar] --model_path=<path/to/model_dir>\n"
+            "Usage:  python examples/jiuge.py [--cpu | --nvidia | --qy | --metax | --moore | --iluvatar] --model_path=<path/to/model_dir>\n"
             "such as, python examples/jiuge.py --nvidia --model_path=~/TinyLlama-1.1B-Chat-v1.0"
         )
         sys.exit(1)
diff --git a/examples/llama.py b/examples/llama.py
index aa890ca9..0401fc14 100644
--- a/examples/llama.py
+++ b/examples/llama.py
@@ -24,6 +24,11 @@ def get_args():
         action="store_true",
         help="Run nvidia test",
     )
+    parser.add_argument(
+        "--qy",
+        action="store_true",
+        help="Run qy test",
+    )
     parser.add_argument(
         "--metax",
         action="store_true",
@@ -172,6 +177,8 @@ def test(
         device_str = "cpu"
     elif args.nvidia:
         device_str = "cuda"
+    elif args.qy:
+        device_str = "cuda"
     elif args.metax:
         device_str = "cuda"
     elif args.moore:
@@ -180,7 +187,7 @@ def test(
         device_str = "cuda"
     else:
         print(
-            "Usage:  python examples/llama.py [--cpu | --nvidia | --metax | --moore | --iluvatar] --model_path=<path/to/model_dir>\n"
+            "Usage:  python examples/llama.py [--cpu | --nvidia | --qy | --metax | --moore | --iluvatar] --model_path=<path/to/model_dir>\n"
             "such as, python examples/llama.py --nvidia --model_path=~/TinyLlama-1.1B-Chat-v1.0"
         )
         sys.exit(1)
diff --git a/python/infinilm/auto_config.py b/python/infinilm/auto_config.py
index 5408fe0b..893fa31b 100644
--- a/python/infinilm/auto_config.py
+++ b/python/infinilm/auto_config.py
@@ -21,5 +21,9 @@ def from_pretrained(model_path):
 
         if config_dict["model_type"] == "llama":
             return LlamaConfig(**config_dict)
+        elif config_dict["model_type"] == "fm9g":
+            return LlamaConfig(**config_dict)
+        elif config_dict["model_type"] == "fm9g7b":
+            return LlamaConfig(**config_dict)
 
         raise ValueError(f"Unsupported model type `{config_dict['model_type']}`.")
diff --git a/test/bench/test_benchmark.py b/test/bench/test_benchmark.py
index 796ee9f3..e0eb0efa 100644
--- a/test/bench/test_benchmark.py
+++ b/test/bench/test_benchmark.py
@@ -72,6 +72,7 @@ def __init__(
             "iluvatar": "iluvatar",
             "kunlun": "kunlun",
             "hygon": "hygon",
+            "qy": "cuda",
         }
 
         device_name = device_map.get(device_type_str.lower(), "cpu")
@@ -236,6 +237,8 @@ def __init__(self, model_dir_path, device_type_str="cpu", benchmark="ceval"):
         # Device
         if device_type_str == "nvidia":
             self.device = torch.device("cuda")
+        elif device_type_str == "qy":
+            self.device = torch.device("cuda")
         elif device_type_str == "cpu":
             self.device = torch.device("cpu")
         elif device_type_str == "cambricon":
@@ -646,7 +649,7 @@ def test():
     # Parse arguments manually to handle device flags properly
     if len(sys.argv) < 4:
         print(
-            "Usage: python test_benchmark.py [--cpu | --nvidia| --cambricon | --ascend | --metax | --moore | --iluvatar | --kunlun | --hygon] <path/to/model_dir> --bench [ceval|mmlu] [--backend cpp|torch] [--ndev N] [--subject SUBJECT] [--split {test|val|all}] [--num_samples N] [--max_new_tokens N] [--output_csv PATH] [--cache_dir PATH]"
+            "Usage: python test_benchmark.py [--cpu | --nvidia| --qy | --cambricon | --ascend | --metax | --moore | --iluvatar | --kunlun | --hygon] <path/to/model_dir> --bench [ceval|mmlu] [--backend cpp|torch] [--ndev N] [--subject SUBJECT] [--split {test|val|all}] [--num_samples N] [--max_new_tokens N] [--output_csv PATH] [--cache_dir PATH]"
         )
         sys.exit(1)
 
@@ -725,9 +728,11 @@ def test():
         device_type_str = "kunlun"
     elif device_flag == "--hygon":
         device_type_str = "hygon"
+    elif device_flag == "--qy":
+        device_type_str = "qy"
     else:
         print(
-            "Usage: python test_benchmark.py [--cpu | --nvidia| --cambricon | --ascend | --metax | --moore | --iluvatar | --kunlun | --hygon] <path/to/model_dir> --bench [ceval|mmlu] [--backend cpp|torch] [--ndev N] [--subject SUBJECT] [--num_samples N] [--max_new_tokens N] [--output_csv PATH] [--cache_dir PATH]"
+            "Usage: python test_benchmark.py [--cpu | --nvidia| --qy | --cambricon | --ascend | --metax | --moore | --iluvatar | --kunlun | --hygon] <path/to/model_dir> --bench [ceval|mmlu] [--backend cpp|torch] [--ndev N] [--subject SUBJECT] [--num_samples N] [--max_new_tokens N] [--output_csv PATH] [--cache_dir PATH]"
         )
         sys.exit(1)